Fireworks AI vs Lambda vs RunPod vs Groq

Which one fits you in 2026? Traffic, pricing, input → output, tasks and community side by side.

Your tool
Fireworks AI
vs
Competitor 1
Lambda
Competitor 2
RunPod
Competitor 3
Groq
Compare
4 tools · best value per row highlighted
Your tool Fireworks AI
fireworks.ai
Production AI infrastructure
Remove
Competitor Lambda
lambda.ai
Lambda is a GPU cloud built for training and serving AI models.
Make main Remove
Competitor RunPod
runpod.io
Cheap GPUs on demand
Make main Remove
Competitor Groq
groq.com
AI inference at unprecedented speed
Make main Remove
Traffic estimated monthly website traffic
Monthly visits
713.6Kvisits/mo
—
2.8Mvisits/mo
4.2Mvisits/mo
MoM change
▼ 21.1%
—
▲ 14.2%
▼ 12.2%
6-month growth
+62.9%
—
+19.0%
+19.4%
Global rank web
#55,462
—
#19,060
#9,344
Avg. last 3 months
743.7K
—
2.5M
4.1M
Bounce rate lower is better
43%
—
32%
32%
Pages / visit
3.6
—
7.4
6.1
Visit duration
2m 40s
—
8m 19s
3m 48s
Traffic sources
● Direct 91% · ● Referral 6%
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● Direct 78% · ● Referral 21%
● Direct 78% · ● Referral 20%
Fireworks AILambdaRunPodGroq
01.2M2.4M3.6M4.8MFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6KRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2M100K1M10MFireworks AI · 224.6KFireworks AI · 250KFireworks AI · 355.9KFireworks AI · 323.2KFireworks AI · 438.1KFireworks AI · 720.8KFireworks AI · 610.7KFireworks AI · 613.3KFireworks AI · 904KFireworks AI · 713.6KRunPod · 1.8MRunPod · 1.9MRunPod · 1.9MRunPod · 1.9MRunPod · 2.4MRunPod · 2.3MRunPod · 2.3MRunPod · 2.2MRunPod · 2.5MRunPod · 2.8MGroq · 1.4MGroq · 1.9MGroq · 2.1MGroq · 2.5MGroq · 3.5MGroq · 3.7MGroq · 3.6MGroq · 3.4MGroq · 4.8MGroq · 4.2MNov '25DecJan '26FebMarAprMayJunJulAug
Pricing
Model
Freemium
Paid
Freemium
Paid
Starting price
Free tier
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Free tier
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Free trial
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API access
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Plans
Starter $1/moServerless Inference CustomOn-Demand Deployments $0.13/mo
On-demand instances (8x GPU) CustomOn-demand instances (1x GPU) Custom1-Click Clusters CustomReserved / Superclusters Custom
Pods (Community Cloud) Custom/hourServerless Custom/hourClusters Custom/hourStorage Custom/mo
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Capabilities input → output
Input
CodeImagesText
CodeData
CodeData
AudioText
Output
CodeText
Apps
Apps
AudioText
Skill level
Advanced
Advanced
Advanced
Advanced
Categories
Development & CodeAI APIAI Developer Tools
Development & CodeAI Developer Tools
Development & CodeAI APIAI Developer Tools
Development & CodeAI API
Tasks what each tool can do · 0 shared · core   partial
Tasks covered
7
3
4
3
Developer tools
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Development
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APIs
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GPU infrastructure
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Fine-Tuning
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Inference
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Cloud infrastructure
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Large language models
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Models
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LLM development
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Model training
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Community on aitoolstime
Rating
no ratings yet
no ratings yet
no ratings yet
no ratings yet
Upvotes
▲ 0
▲ 0
▲ 0
▲ 0
Saves
0
0
0
0
Reviews
0
0
0
0
Prompts
0
0
0
0
Verified listing
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Traffic figures are third-party estimates for the tool's own domain; tools sharing a domain with a bigger product are not counted. Pricing is captured from each tool's site and may lag.